评估金融部门知识管理的成功因素:AHP-DEMATEL 方法

Neha Singh, S. Pradhan
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引用次数: 0

摘要

本文旨在确定和了解金融行业知识管理的成功因素。在不断变化的商业环境中,有效的知识管理(KM)是保持竞争优势的必要条件。金融机构内有效的知识管理可以建立标准化流程,确保快速交付,并促进更好的客户关系管理。本研究采用层次分析法(AHP)和决策试验与评估实验室(DEMATEL)的综合方法,对这些关键成功因素进行排序,并了解它们之间的相互关系。研究结果表明,组织因素(文化方面、组织结构、高层管理支持)、技术因素(技术采用、基础设施支持、协作系统)和人力资源因素(培训与学习、敏捷的员工队伍、知识共享)是关键的成功因素。技术因素被认为是最重要的因素。文章通过探讨已确定因素之间的相互关系,进一步补充了 AHP 的研究结果,以了解可能的干预领域并确定其优先次序。这项研究具有重要的理论和实践意义。研究结果有助于金融机构在组织内部实施和管理知识管理计划。本研究还补充了现有文献,填补了金融行业知识管理研究方面的空白。
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EVALUATING THE SUCCESS FACTORS FOR KNOWLEDGE MANAGEMENT IN THE FINANCIAL SECTOR: AN AHP- DEMATEL APPROACH
The objective of this article is to identify and understand the success factors of knowledge management within the financial sector. In the ever-evolving business environment, effective knowledge management (KM) is imperative to maintain a competitive advantage. Effective KM within financial institutions can build standardized processes, ensure speedy delivery, and foster better customer relationship management. An integrated approach of the Analytical Hierarchy Process (AHP) and the Decision-Making Trial and Evaluation Laboratory (DEMATEL) methods was used to rank these critical success factors and understand their interrelationships. The findings identify organizational factors (cultural aspects, organizational structure, top management support), technological factors (technological adoption, infrastructure support, collaborative systems), and human resources factors (training & learning, agile workforce, knowledge sharing) as the critical success factors. Technological factors were identified as the most important factors. The article further complements the findings of the AHP by exploring the interrelationships between the identified factors to understand and prioritize possible intervention areas. This research has significant theoretical and practical implications. The findings can help financial institutions implement and manage knowledge management initiatives within the organization. This study also adds to the extant literature and addresses gaps in the research in the context of KM within the financial sector.  
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来源期刊
International Journal of the Analytic Hierarchy Process
International Journal of the Analytic Hierarchy Process Decision Sciences-Decision Sciences (all)
CiteScore
2.30
自引率
0.00%
发文量
22
审稿时长
12 weeks
期刊介绍: IJAHP is a scholarly journal that publishes papers about research and applications of the Analytic Hierarchy Process(AHP) and Analytic Network Process(ANP), theories of measurement that can handle tangibles and intangibles; these methods are often applied in multicriteria decision making, prioritization, ranking and resource allocation, especially when groups of people are involved. The journal encourages research papers in both theory and applications. Empirical investigations, comparisons and exemplary real-world applications in diverse areas are particularly welcome.
期刊最新文献
ADOPTION OF ANALYTIC NETWORK PROCESS TO STRENGTHEN HALAL INTEGRITY IN BROILER CHICKEN SUPPLY CHAIN APPLICATION OF THE AHP METHOD IN SELECTING BASEBALL PITCHERS ALGORITHM BASED ON PARTICLE SWARM OPTIMIZATION FOR HANDLING INCOMPLETE PAIRWISE COMPARISON SITUATIONS IN AHP EVALUATING THE SUCCESS FACTORS FOR KNOWLEDGE MANAGEMENT IN THE FINANCIAL SECTOR: AN AHP- DEMATEL APPROACH CONTINUOUS PERFORMANCE EVALUATION OF EMPLOYEES USING AHP AND MODIFIED PUGH MATRIX METHOD: CONTRASTING WITH TOPSIS, PROMETHEE AND VIKOR
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